Visual IoT: Ultra-Low-Power Processing Architectures and Implications. - Vui Seng Chua; Julio Zamora-Esquivel; Anindya Sao Paul; Thawee Techathamnukool; Carlos Flores Fajardo; Nilesh Jain; Omesh Tickoo; Ravi R. Iyer 001 (IEEE Micro, 2017)

E2E Visual Analytics: Achieving >10X Edge/Cloud Optimizations. - Chaunte Lacewell; Nilesh A. Ahuja; J. Pablo Munoz; Parual Datta; Ragaad AlTarawneh; Vui Seng Chua; Nilesh Jain; Omesh Tickoo; Ravi Iyer 001 (NAS, 2021)

Neuroevolution-enhanced multi-objective optimization for mixed-precision quantization. - Santiago Miret; Vui Seng Chua; Mattias Marder; Mariano Phielipp; Nilesh Jain; Somdeb Majumdar (GECCO, 2022)

Post-Training Statistical Calibration for Higher Activation Sparsity. - Vui Seng Chua; Yujie Pan 004; Nilesh Jain (ENLSP, 2024)

A 68 TOPS/W, 256MB SRAM Sparse GEMM Accelerator Tiled Across 16, 4nm Near Memory Compute (NMC) Chiplets Disaggregated 2.5D System. - Srivatsa Rangachar Srinivasa; Prerna Budhkar; Gauthaman Murali; Vui Seng Chua; Paolo A. Aseron; Vinayak Honkote; Ravi R. Iyer 001; Nilesh Jain; Dileep John Kurian; Anuradha Srinivasan; Tanay Karnik (CICC, 2025)

SparAMX: Accelerating Compressed LLMs Token Generation on AMX-powered CPUs. - Ahmed F. AbouElhamayed; Jordan Dotzel; Yash Akhauri; Chi-Chih Chang; Sameh Gobriel; J. Pablo Muñoz; Vui Seng Chua; Nilesh Jain; Mohamed S. Abdelfattah (CoRR, 2025)